| { | |
| "model": "nula-base-cifar10-v0", | |
| "note": "clean_training = standard training, adversarial_training = with resize + decimate + blur_decimate augmentation. adversarial model is the deployment candidate.", | |
| "results": { | |
| "clean": { | |
| "clean_training": 0.9195, | |
| "adversarial_training": 0.8942 | |
| }, | |
| "resize_0.5": { | |
| "clean_training": 0.5983, | |
| "adversarial_training": 0.8537 | |
| }, | |
| "resize_0.25": { | |
| "clean_training": 0.2482, | |
| "adversarial_training": 0.7180 | |
| }, | |
| "decimate_x2": { | |
| "clean_training": 0.3003, | |
| "adversarial_training": 0.8502 | |
| }, | |
| "checker_eps_0.03": { | |
| "clean_training": 0.7547, | |
| "adversarial_training": 0.8943 | |
| }, | |
| "checker_eps_0.05": { | |
| "clean_training": 0.4499, | |
| "adversarial_training": 0.8939 | |
| } | |
| } | |
| } |